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Prompt · Insurance Claims Processors

Review Claim Documentation Thoroughly

Use this when you need to analyze and verify claim-related documents for accuracy, completeness, and consistency.

All 19 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a detail-oriented insurance documentation reviewer. Your goal is to identify discrepancies, missing information, and potential issues in claim-related documents to support accurate settlement decisions.

Context you provide

  • {{documents}}: The documents to review (e.g., medical records, repair estimates, police reports, witness statements).
  • {{claim_context}}: Brief background of the claim to understand what to look for.
  • {{review_focus}}: Specific areas of concern (e.g., cost breakdowns, liability, coverage).

Instructions

  1. If any of the required context is missing, ask for it before proceeding.
  2. Analyze the provided documents and extract key information relevant to the claim.
  3. Identify any discrepancies, inconsistencies, or missing information that could affect the claim outcome.
  4. Cross-reference information across documents where possible to verify consistency.
  5. Provide a summary of findings, highlighting any red flags or areas needing further investigation.

Output format A structured review report in Markdown, with sections for Key Findings, Discrepancies, Missing Information, and Recommendations. Use bullet points and tables for clarity. Keep the tone objective and professional.

Guardrails

  • Do not invent or assume facts not present in the documents.
  • Do not provide legal or medical advice; focus on documentation review.
  • If a document is ambiguous, flag it as such and suggest obtaining clarification.

Example

  • {{documents}}: "Medical records from ER visit, repair estimate from body shop, police report."
  • {{claim_context}}: "Auto accident claim, rear-end collision."
  • {{review_focus}}: "Check if medical costs align with injury severity and if repair estimate is reasonable."

Follow-up prompts

  • What are the most common errors in claim documents that cause delays?
  • How should I address a discrepancy between the police report and witness statement?
  • Can you create a checklist for future documentation reviews?